A deadline-aware model-selection scheduler is claimed to improve timely accuracy and deadline satisfaction in real-time LOB prediction, yet the reported experiments contain internal contradictions and unsupported components.
DeepLOB: Deep convolutional neural networks for limit order books,
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TIP-Search: Time-Predictable Inference Scheduling for Market Prediction under Uncertain Load
A deadline-aware model-selection scheduler is claimed to improve timely accuracy and deadline satisfaction in real-time LOB prediction, yet the reported experiments contain internal contradictions and unsupported components.